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Cloudera Distribution for Hadoop vs OpenText Analytics Database (Vertica) comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
5.5
Measuring ROI from Cloudera Distribution for Hadoop is complex due to diverse applications, pricing, and evaluation difficulties.
Sentiment score
6.7
Users gained significant cost savings and efficiency with Vertica, boosting real-time reporting and democratizing data analytics capabilities.
I saved a lot of money because the storage was on a cheaper alternative and was not directly on OpenText Analytics Database (Vertica), but on S3.
Senior Software Engineer at a tech vendor with 5,001-10,000 employees
The time we used to take with our earlier databases has reduced to one-tenth of what was there earlier, which is a positive outcome that can be converted to financial metrics in terms of return on investment.
Data Engineering Associate Manager at a tech vendor with 10,001+ employees
 

Customer Service

Sentiment score
6.5
Cloudera's Hadoop support receives mixed reviews, with users praising responsiveness while noting concerns on quality and accessibility.
Sentiment score
7.1
OpenText Analytics Database support is generally positive, with praise for expertise, though concerns exist over response times.
The technical support is quite good and better than IBM.
Manager, Bussines Development & Co Owner at Troia d.o.o.
Throughout this process, customer support was outstanding, and we had a person actively supporting us from the OpenText Analytics Database (Vertica) team for our use case.
Senior Software Engineer at a tech vendor with 5,001-10,000 employees
Overall, our experience with OpenText Analytics Database (Vertica) customer support has been good and reliable.
consultant at tcs
 

Scalability Issues

Sentiment score
7.7
Cloudera Distribution for Hadoop is highly scalable and flexible, suitable for large deployments but can be costly to expand.
Sentiment score
7.2
OpenText Analytics Database (Vertica) excels in scalability, query performance, and flexibility, despite occasional node addition and cost challenges.
We have experienced easy horizontal scaling, consistent query performance as data grew, and the ability to handle large analytic workloads.
consultant at tcs
OpenText Analytics Database (Vertica) has very good scalability.
Data Engineering Associate Manager at a tech vendor with 10,001+ employees
The scalability of OpenText Analytics Database (Vertica) is very strong.
Senior Software Engineer at a tech vendor with 5,001-10,000 employees
 

Stability Issues

Sentiment score
7.3
Cloudera Distribution for Hadoop has mixed stability reviews, with hardware issues noted, but support and workarounds are available.
Sentiment score
7.2
OpenText Analytics Database (Vertica) is stable with minimal issues, mainly depending on configuration, resource management, and monitoring.
We faced challenges but overcame those challenges successfully.
Head of Advaced Analytics & Intelligence; AGM at Alinma Bank
OpenText Analytics Database (Vertica) is very stable.
Senior Software Engineer at a tech vendor with 5,001-10,000 employees
 

Room For Improvement

Cloudera Distribution for Hadoop struggles with stability and integration, needing better performance, security, documentation, and modern deployment solutions.
OpenText Analytics Database needs improved cloud integration, UI, support, machine learning features, and pricing to meet user expectations.
Integrating with Active Directory, managing security, and configuration are the main concerns.
Manager, Bussines Development & Co Owner at Troia d.o.o.
Smarter automatic projection management is needed with more intelligence, auto projection creation, automatic optimization, and reduced manual testing with better workload management.
consultant at tcs
OpenText Analytics Database (Vertica) does not have a cloud-based UI that Snowflake has, which features a very good comprehensive GUI for querying and analyzing data.
Data Engineering Associate Manager at a tech vendor with 10,001+ employees
Projections could be made more dynamic, and if they could find a faster way to update, insert, and delete data, that would also be helpful.
Senior Software Engineer at a tech vendor with 5,001-10,000 employees
 

Setup Cost

Cloudera's Hadoop distribution is costly, aimed at large enterprises, lacking a community version, with per-node licensing.
OpenText Analytics Database offers flexible pricing with a free TB, competitive against Oracle, with added licensing features and storage costs.
It can be deployed on-premises, unlike competitors' cloud-only solutions.
Manager, Bussines Development & Co Owner at Troia d.o.o.
The pricing for OpenText Analytics Database (Vertica) is somewhat on the higher side for the license.
Senior Software Engineer at a tech vendor with 5,001-10,000 employees
 

Valuable Features

Cloudera for Hadoop offers easy installation, robust security, tool integration, scalability, and supports on-premises and cloud environments.
OpenText Analytics Database (Vertica) provides fast, scalable analytics with cost-efficient storage, supporting big data projects and real-time insights.
This is the only solution that is possible to install on-premise.
Manager, Bussines Development & Co Owner at Troia d.o.o.
Before OpenText Analytics Database (Vertica), complex reports usually took 30 to 60 minutes to run. After implementing OpenText Analytics Database (Vertica), the same reports run in two to five minutes.
consultant at tcs
I can use it in Eon Mode in which I can store the data in cheaper storage such as Amazon S3 and have different compute nodes.
Senior Software Engineer at a tech vendor with 5,001-10,000 employees
The best features that OpenText Analytics Database (Vertica) offers are mainly the parallel processing, ETL capabilities, and the multi-cloud features which are very handy to use.
Data Engineering Associate Manager at a tech vendor with 10,001+ employees
 

Categories and Ranking

Cloudera Distribution for H...
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
51
Ranking in other categories
Hadoop (2nd), NoSQL Databases (8th)
OpenText Analytics Database...
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
89
Ranking in other categories
Data Warehouse (6th), Cloud Data Warehouse (11th)
 

Featured Reviews

SA
Head of Advaced Analytics & Intelligence; AGM at Alinma Bank
Integration of multiple features supports data analytics and processing
Cloudera Distribution for Hadoop provides numerous features and capabilities combined into one platform.The solution offers power processing and supports different file systems and query engines. It provides parallel processing for handling many requests. The platform includes role-based access control in Cloudera Distribution for Hadoop. It secures the data itself and provides users with different roles and privileges.
JN
consultant at tcs
Data warehousing has transformed reporting performance and now delivers near real-time insights
OpenText Analytics Database (Vertica) is a very powerful analytic database, but like any platform, there are areas where it can improve to make daily work even smoother. Better cloud-native experience is one area for improvement. OpenText Analytics Database (Vertica) was originally designed as an on-premises analytic database and later moved to cloud. Improvement opportunities include more seamless cloud-native features such as auto-scaling, serverless options, and easier cluster management. Competitors such as Snowflake and BigQuery provide more fully managed experiences. Easier UI is another area for improvement. Most administration is currently done by SQL and command line tools. An improvement opportunity would be a more modern web UI for monitoring, workload management, and troubleshooting. Faster ecosystem and community growth is needed. In short, OpenText Analytics Database (Vertica) could improve in areas such as cloud-native capability, modern UI for administration, stronger real-time streaming integration, and growing its ecosystem and community. These enhancements would make it easier to manage and adopt compared to newer cloud-first analytic platforms. From a day-to-day operational perspective, there are a few areas where OpenText Analytics Database (Vertica) could improve to make our work smoother. Smarter automatic projection management is needed with more intelligence, auto projection creation, automatic optimization, and reduced manual testing with better workload management. Right now, monitoring queries often requires system tables and manual analysis. Troubleshooting slow queries takes time. A modern real-time dashboard showing query bottlenecks and resource users would enable quick detection. The impact could be faster issue resolution and less time spent debugging performance. Storage native interaction with modern data tools is also important. In short, from a day-to-day perspective, improvements in automatic projection optimization, better workload monitoring dashboard, easier schema evolution, and stronger modern tool integration would significantly reduce manual tuning effort and improve developer productivity. While OpenText Analytics Database (Vertica) is very powerful, these enhancements would make it more efficient for the analytics team.
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Marketing Services Firm
10%
Comms Service Provider
7%
Computer Software Company
7%
Financial Services Firm
17%
Computer Software Company
15%
Manufacturing Company
7%
Comms Service Provider
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business16
Midsize Enterprise9
Large Enterprise31
By reviewers
Company SizeCount
Small Business29
Midsize Enterprise23
Large Enterprise41
 

Questions from the Community

What do you like most about Cloudera Distribution for Hadoop?
The tool can be deployed using different container technologies, which makes it very scalable.
What is your experience regarding pricing and costs for Cloudera Distribution for Hadoop?
The price for Cloudera is average, yet it is very good compared to other solutions. It can be deployed on-premises, unlike competitors' cloud-only solutions.
What needs improvement with Cloudera Distribution for Hadoop?
If they could support modifying the data more easily than the current implementation, it would be beneficial.
What do you like most about Vertica?
Vertica is easy to use and provides really high performance, stability, and scalability.
What is your experience regarding pricing and costs for Vertica?
My experience with pricing, setup cost, and licensing is limited because the organization handled the licensing and pricing as well as the cost setup.
What needs improvement with Vertica?
OpenText Analytics Database (Vertica) can be improved by adding some more features in analytics. OpenText Analytics Database (Vertica) does not have a cloud-based UI that Snowflake has, which featu...
 

Also Known As

No data available
Micro Focus Vertica, HPE Vertica, HPE Vertica on Demand
 

Overview

 

Sample Customers

37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC
Cerner, Game Show Network Game, Guess by Marciano, Supercell, Etsy, Nascar, Empirix, adMarketplace, and Cardlytics.
Find out what your peers are saying about Cloudera Distribution for Hadoop vs. OpenText Analytics Database (Vertica) and other solutions. Updated: March 2026.
883,760 professionals have used our research since 2012.